Generative Compression

4 March 2017

David Budden

Papers citing "Generative Compression"

25 / 25 papers shown

Title
Enhancing Learned Image Compression via Cross Window-based Attention Priyanka Mudgal Feng Liu 27 0 0 28 Oct 2024
Conditional Hallucinations for Image Compression Till Aczél Roger Wattenhofer 29 0 0 25 Oct 2024
Super-High-Fidelity Image Compression via Hierarchical-ROI and Adaptive Quantization Jixiang Luo Yan Wang Hongwei Qin DiffM 38 3 0 19 Mar 2024
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation Nikolai Korber Eduard Kromer Andreas Siebert S. Hauke Daniel Mueller-Gritschneder Björn Schuller DiffM VLM 18 4 0 06 Sep 2023
High-Fidelity Image Compression with Score-based Generative Models Emiel Hoogeboom E. Agustsson Fabian Mentzer Luca Versari G. Toderici Lucas Theis DiffM 21 37 0 26 May 2023
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding Danlan Huang F. Gao Xiaoming Tao Qiyuan Du Jianhua Lu 20 152 0 08 Aug 2022
Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission Jun Wang Sixian Wang Jincheng Dai Zhongwei Si Dekun Zhou K. Niu 14 31 0 26 May 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 21 2 0 17 Jan 2022
A New Image Codec Paradigm for Human and Machine Uses Sien Chen Jian Jin Lili Meng Weisi Lin Zhuo Chen Tsui-Shan Chang Zhen Li Huaxiang Zhang 31 6 0 19 Dec 2021
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 23 9 0 05 Nov 2021
Neural Video Compression using GANs for Detail Synthesis and Propagation Fabian Mentzer E. Agustsson Johannes Ballé David C. Minnen Nick Johnston G. Toderici GAN 10 36 0 26 Jul 2021
High-Fidelity Generative Image Compression Fabian Mentzer G. Toderici Michael Tschannen E. Agustsson 28 460 0 17 Jun 2020
A Foreground-background Parallel Compression with Residual Encoding for Surveillance Video Lirong Wu Kejie Huang Haibin Shen Lianli Gao 19 20 0 18 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 17 42 0 18 Jan 2020
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 15 15 0 12 Feb 2019
Deep Generative Video Compression Jun Han Salvator Lombardo Christopher Schroers Stephan Mandt VGen 26 58 0 05 Oct 2018
DSSLIC: Deep Semantic Segmentation-based Layered Image Compression Mohammad Akbari Jie Liang Jingning Han 16 89 0 08 Jun 2018
BlockCNN: A Deep Network for Artifact Removal and Image Compression Danial Maleki Soheila Nadalian Mohammad Mahdi Derakhshani M. Sadeghi 19 28 0 28 May 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 0 28 May 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 12 551 0 09 Apr 2018
Learned Neural Iterative Decoding for Lossy Image Compression Systems Alexander Ororbia A. Mali Jian Wu Scott O'Connell David J. Miller C. Lee Giles 16 27 0 15 Mar 2018
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 35 792 0 16 Nov 2017
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016
Discriminative Regularization for Generative Models Alex Lamb Vincent Dumoulin Aaron Courville DRL 32 65 0 09 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 230 2,545 0 25 Jan 2016